(See the Manual.pdf file in "inst/extdata"" folder for a detail description of all functions, and a detail tutorial.)
This packages provides function to estimate the number of states in a Hidden Markov model (HMM) using the marginal likelihood method proposed by Chen, Fuh, Kao and Kou (2019+), which we would denoted as HMMml2017 afterward.
HMMmlselect estimates the number of states, and
PlotHMM plots. Other related functions are also provided.
|License:||GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007|
Yang Chen, Cheng-Der Fuh, Chu-Lan Kao, and Samuel Kou
Maintainer: Chu-Lan Michael Kao <email@example.com>
Yang Chen, Cheng-Der Fuh, Chu-Lan Kao, and Samuel Kou (2019+) "Determine the number of states in hidden markov models via marginal likelihood." Submitted.
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